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All publications by Pannagadatta K. Shivaswamy
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Online Structured Prediction via Coactive Learning
Pannagadatta K. Shivaswamy and Thorsten Joachims
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Multi-armed Bandit Problems with History
Pannagadatta K. Shivaswamy and Thorsten Joachims
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Variance Penalizing AdaBoost
Pannagadatta K. Shivaswamy and Tony Jebara
Advances in Neural Information Processing Systems 24, 2011


Empirical Bernstein Boosting
Pannagadatta K. Shivaswamy and Tony Jebara
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Relative Margin Machines
Tony Jebara and Pannagadatta K. Shivaswamy
Advances in Neural Information Processing Systems 21, 2008


Ellipsoidal Machines
Pannagadatta K. Shivaswamy and Tony Jebara
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Permutation invariant SVMs
Pannagadatta K. Shivaswamy and Tony Jebara
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Second Order Cone Programming Approaches for Handling Missing and Uncertain Data
Pannagadatta K. Shivaswamy, Chiranjib Bhattacharyya and Alex J. Smola
Journal of Machine Learning Research, 2006


A Second Order Cone programming Formulation for Classifying Missing Data
Chiranjib Bhattacharyya, Pannagadatta K. Shivaswamy and Alex J. Smola
Advances in Neural Information Processing Systems 17, 2004